Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 700 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 60.3 KiB |
| Average record size in memory | 88.2 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 1 |
km is highly correlated with current price | High correlation |
current price is highly correlated with km | High correlation |
km is highly correlated with current price | High correlation |
current price is highly correlated with km | High correlation |
km is highly correlated with current price | High correlation |
current price is highly correlated with km | High correlation |
current price is highly correlated with km | High correlation |
km is highly correlated with current price | High correlation |
km has unique values | Unique |
current price has unique values | Unique |
Reproduction
| Analysis started | 2022-02-28 11:48:55.770962 |
|---|---|
| Analysis finished | 2022-02-28 11:49:02.118652 |
| Duration | 6.35 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
on road old
Real number (ℝ≥0)
| Distinct | 699 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 602474.9343 |
| Minimum | 500265 |
|---|---|
| Maximum | 699859 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 500265 |
|---|---|
| 5-th percentile | 510373.2 |
| Q1 | 549582.25 |
| median | 602081.5 |
| Q3 | 652267.25 |
| 95-th percentile | 691382.55 |
| Maximum | 699859 |
| Range | 199594 |
| Interquartile range (IQR) | 102685 |
Descriptive statistics
| Standard deviation | 57982.26794 |
|---|---|
| Coefficient of variation (CV) | 0.09624013322 |
| Kurtosis | -1.20835805 |
| Mean | 602474.9343 |
| Median Absolute Deviation (MAD) | 50951 |
| Skewness | -0.07193789352 |
| Sum | 421732454 |
| Variance | 3361943395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 671630 | 2 | 0.3% |
| 584296 | 1 | 0.1% |
| 666285 | 1 | 0.1% |
| 587812 | 1 | 0.1% |
| 617893 | 1 | 0.1% |
| 693986 | 1 | 0.1% |
| 675305 | 1 | 0.1% |
| 663877 | 1 | 0.1% |
| 563396 | 1 | 0.1% |
| 557699 | 1 | 0.1% |
| Other values (689) | 689 |
| Value | Count | Frequency (%) |
| 500265 | 1 | |
| 500921 | 1 | |
| 501569 | 1 | |
| 502131 | 1 | |
| 502281 | 1 | |
| 502794 | 1 | |
| 503157 | 1 | |
| 503255 | 1 | |
| 503327 | 1 | |
| 503856 | 1 |
| Value | Count | Frequency (%) |
| 699859 | 1 | |
| 699714 | 1 | |
| 699570 | 1 | |
| 699023 | 1 | |
| 698848 | 1 | |
| 698748 | 1 | |
| 698719 | 1 | |
| 698612 | 1 | |
| 698493 | 1 | |
| 698453 | 1 |
on road now
Real number (ℝ≥0)
| Distinct | 699 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 799688.7 |
| Minimum | 700159 |
|---|---|
| Maximum | 899797 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 700159 |
|---|---|
| 5-th percentile | 710067.4 |
| Q1 | 750222.75 |
| median | 799772 |
| Q3 | 849847.75 |
| 95-th percentile | 887507.1 |
| Maximum | 899797 |
| Range | 199638 |
| Interquartile range (IQR) | 99625 |
Descriptive statistics
| Standard deviation | 57652.08067 |
|---|---|
| Coefficient of variation (CV) | 0.07209315409 |
| Kurtosis | -1.227771678 |
| Mean | 799688.7 |
| Median Absolute Deviation (MAD) | 49861.5 |
| Skewness | -0.03703531488 |
| Sum | 559782090 |
| Variance | 3323762406 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 740200 | 2 | 0.3% |
| 731786 | 1 | 0.1% |
| 891627 | 1 | 0.1% |
| 728235 | 1 | 0.1% |
| 727374 | 1 | 0.1% |
| 845749 | 1 | 0.1% |
| 712781 | 1 | 0.1% |
| 793145 | 1 | 0.1% |
| 879964 | 1 | 0.1% |
| 734480 | 1 | 0.1% |
| Other values (689) | 689 |
| Value | Count | Frequency (%) |
| 700159 | 1 | |
| 700177 | 1 | |
| 700428 | 1 | |
| 700536 | 1 | |
| 700746 | 1 | |
| 700885 | 1 | |
| 701108 | 1 | |
| 701339 | 1 | |
| 702366 | 1 | |
| 702442 | 1 |
| Value | Count | Frequency (%) |
| 899797 | 1 | |
| 899711 | 1 | |
| 899702 | 1 | |
| 899083 | 1 | |
| 898476 | 1 | |
| 898435 | 1 | |
| 898411 | 1 | |
| 898347 | 1 | |
| 897566 | 1 | |
| 897357 | 1 |
years
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.66 |
| Minimum | 2 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.728776888 |
|---|---|
| Coefficient of variation (CV) | 0.3709821648 |
| Kurtosis | -1.289963265 |
| Mean | 4.66 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.1115244232 |
| Sum | 3262 |
| Variance | 2.988669528 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 140 | |
| 6 | 123 | |
| 5 | 115 | |
| 3 | 111 | |
| 4 | 107 | |
| 2 | 104 |
| Value | Count | Frequency (%) |
| 2 | 104 | |
| 3 | 111 | |
| 4 | 107 | |
| 5 | 115 | |
| 6 | 123 | |
| 7 | 140 |
| Value | Count | Frequency (%) |
| 7 | 140 | |
| 6 | 123 | |
| 5 | 115 | |
| 4 | 107 | |
| 3 | 111 | |
| 2 | 104 |
| Distinct | 700 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100295.7786 |
| Minimum | 50324 |
|---|---|
| Maximum | 149902 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 50324 |
|---|---|
| 5-th percentile | 55702.9 |
| Q1 | 74576.75 |
| median | 99671.5 |
| Q3 | 125116 |
| 95-th percentile | 145400.7 |
| Maximum | 149902 |
| Range | 99578 |
| Interquartile range (IQR) | 50539.25 |
Descriptive statistics
| Standard deviation | 28951.10959 |
|---|---|
| Coefficient of variation (CV) | 0.2886573094 |
| Kurtosis | -1.213013331 |
| Mean | 100295.7786 |
| Median Absolute Deviation (MAD) | 25319.5 |
| Skewness | -0.01703491297 |
| Sum | 70207045 |
| Variance | 838166746.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 128071 | 1 | 0.1% |
| 70597 | 1 | 0.1% |
| 91030 | 1 | 0.1% |
| 82191 | 1 | 0.1% |
| 52086 | 1 | 0.1% |
| 125669 | 1 | 0.1% |
| 56387 | 1 | 0.1% |
| 105139 | 1 | 0.1% |
| 120138 | 1 | 0.1% |
| 123028 | 1 | 0.1% |
| Other values (690) | 690 |
| Value | Count | Frequency (%) |
| 50324 | 1 | |
| 50460 | 1 | |
| 50648 | 1 | |
| 50815 | 1 | |
| 50888 | 1 | |
| 51032 | 1 | |
| 51554 | 1 | |
| 51693 | 1 | |
| 52086 | 1 | |
| 52213 | 1 |
| Value | Count | Frequency (%) |
| 149902 | 1 | |
| 149729 | 1 | |
| 149529 | 1 | |
| 149285 | 1 | |
| 149191 | 1 | |
| 148846 | 1 | |
| 148838 | 1 | |
| 148764 | 1 | |
| 148724 | 1 | |
| 148642 | 1 |
rating
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.8 KiB |
| 1 | |
|---|---|
| 2 | |
| 4 | |
| 3 | |
| 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 700 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 143 | |
| 2 | 143 | |
| 4 | 142 | |
| 3 | 138 | |
| 5 | 134 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 143 | |
| 2 | 143 | |
| 4 | 142 | |
| 3 | 138 | |
| 5 | 134 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 143 | |
| 2 | 143 | |
| 4 | 142 | |
| 3 | 138 | |
| 5 | 134 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 700 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 143 | |
| 2 | 143 | |
| 4 | 142 | |
| 3 | 138 | |
| 5 | 134 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 700 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 143 | |
| 2 | 143 | |
| 4 | 142 | |
| 3 | 138 | |
| 5 | 134 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 700 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 143 | |
| 2 | 143 | |
| 4 | 142 | |
| 3 | 138 | |
| 5 | 134 |
condition
Real number (ℝ≥0)
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.517142857 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.813414191 |
|---|---|
| Coefficient of variation (CV) | 0.5099404281 |
| Kurtosis | -1.170546115 |
| Mean | 5.517142857 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.01292055277 |
| Sum | 3862 |
| Variance | 7.915299407 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 83 | |
| 5 | 80 | |
| 9 | 76 | |
| 8 | 72 | |
| 3 | 71 | |
| 4 | 68 | |
| 1 | 67 | |
| 2 | 63 | |
| 10 | 62 | |
| 7 | 58 |
| Value | Count | Frequency (%) |
| 1 | 67 | |
| 2 | 63 | |
| 3 | 71 | |
| 4 | 68 | |
| 5 | 80 | |
| 6 | 83 | |
| 7 | 58 | |
| 8 | 72 | |
| 9 | 76 | |
| 10 | 62 |
| Value | Count | Frequency (%) |
| 10 | 62 | |
| 9 | 76 | |
| 8 | 72 | |
| 7 | 58 | |
| 6 | 83 | |
| 5 | 80 | |
| 4 | 68 | |
| 3 | 71 | |
| 2 | 63 | |
| 1 | 67 |
economy
Real number (ℝ≥0)
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.68 |
| Minimum | 8 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 10 |
| median | 12 |
| Q3 | 14 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.232648882 |
|---|---|
| Coefficient of variation (CV) | 0.1911514454 |
| Kurtosis | -1.155827948 |
| Mean | 11.68 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.08509888849 |
| Sum | 8176 |
| Variance | 4.98472103 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 98 | |
| 11 | 95 | |
| 15 | 95 | |
| 13 | 94 | |
| 14 | 87 | |
| 10 | 81 | |
| 9 | 80 | |
| 8 | 70 |
| Value | Count | Frequency (%) |
| 8 | 70 | |
| 9 | 80 | |
| 10 | 81 | |
| 11 | 95 | |
| 12 | 98 | |
| 13 | 94 | |
| 14 | 87 | |
| 15 | 95 |
| Value | Count | Frequency (%) |
| 15 | 95 | |
| 14 | 87 | |
| 13 | 94 | |
| 12 | 98 | |
| 11 | 95 | |
| 10 | 81 | |
| 9 | 80 | |
| 8 | 70 |
top speed
Real number (ℝ≥0)
| Distinct | 66 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.8628571 |
| Minimum | 135 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 135 |
|---|---|
| 5-th percentile | 137 |
| Q1 | 150 |
| median | 167 |
| Q3 | 184 |
| 95-th percentile | 197 |
| Maximum | 200 |
| Range | 65 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 19.40785921 |
|---|---|
| Coefficient of variation (CV) | 0.1163102415 |
| Kurtosis | -1.245618669 |
| Mean | 166.8628571 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.05574507099 |
| Sum | 116804 |
| Variance | 376.664999 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 151 | 20 | 2.9% |
| 145 | 17 | 2.4% |
| 176 | 16 | 2.3% |
| 155 | 16 | 2.3% |
| 141 | 15 | 2.1% |
| 179 | 15 | 2.1% |
| 184 | 15 | 2.1% |
| 146 | 15 | 2.1% |
| 135 | 14 | 2.0% |
| 188 | 14 | 2.0% |
| Other values (56) | 543 |
| Value | Count | Frequency (%) |
| 135 | 14 | |
| 136 | 10 | |
| 137 | 12 | |
| 138 | 9 | |
| 139 | 9 | |
| 140 | 9 | |
| 141 | 15 | |
| 142 | 12 | |
| 143 | 9 | |
| 144 | 11 |
| Value | Count | Frequency (%) |
| 200 | 12 | |
| 199 | 10 | |
| 198 | 11 | |
| 197 | 13 | |
| 196 | 11 | |
| 195 | 11 | |
| 194 | 11 | |
| 193 | 9 | |
| 192 | 8 | |
| 191 | 11 |
hp
Real number (ℝ≥0)
| Distinct | 71 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.12857143 |
| Minimum | 50 |
|---|---|
| Maximum | 120 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 53 |
| Q1 | 69 |
| median | 85 |
| Q3 | 102 |
| 95-th percentile | 117 |
| Maximum | 120 |
| Range | 70 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 20.14143228 |
|---|---|
| Coefficient of variation (CV) | 0.2366001442 |
| Kurtosis | -1.13776237 |
| Mean | 85.12857143 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | -0.04302777486 |
| Sum | 59590 |
| Variance | 405.6772941 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 107 | 22 | 3.1% |
| 74 | 18 | 2.6% |
| 95 | 17 | 2.4% |
| 77 | 17 | 2.4% |
| 106 | 17 | 2.4% |
| 82 | 14 | 2.0% |
| 118 | 14 | 2.0% |
| 64 | 14 | 2.0% |
| 101 | 14 | 2.0% |
| 84 | 14 | 2.0% |
| Other values (61) | 539 |
| Value | Count | Frequency (%) |
| 50 | 10 | |
| 51 | 9 | |
| 52 | 13 | |
| 53 | 13 | |
| 54 | 11 | |
| 55 | 9 | |
| 56 | 8 | |
| 57 | 8 | |
| 58 | 7 | |
| 59 | 11 |
| Value | Count | Frequency (%) |
| 120 | 10 | |
| 119 | 8 | |
| 118 | 14 | |
| 117 | 7 | |
| 116 | 5 | 0.7% |
| 115 | 8 | |
| 114 | 6 | |
| 113 | 10 | |
| 112 | 10 | |
| 111 | 9 |
torque
Real number (ℝ≥0)
| Distinct | 73 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.9942857 |
| Minimum | 68 |
|---|---|
| Maximum | 140 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 68 |
|---|---|
| 5-th percentile | 71 |
| Q1 | 84.75 |
| median | 105 |
| Q3 | 122 |
| 95-th percentile | 137 |
| Maximum | 140 |
| Range | 72 |
| Interquartile range (IQR) | 37.25 |
Descriptive statistics
| Standard deviation | 21.29827604 |
|---|---|
| Coefficient of variation (CV) | 0.2048023687 |
| Kurtosis | -1.234102621 |
| Mean | 103.9942857 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | -0.04438639078 |
| Sum | 72796 |
| Variance | 453.6165624 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 75 | 19 | 2.7% |
| 114 | 18 | 2.6% |
| 100 | 17 | 2.4% |
| 125 | 17 | 2.4% |
| 120 | 16 | 2.3% |
| 95 | 15 | 2.1% |
| 121 | 15 | 2.1% |
| 79 | 15 | 2.1% |
| 71 | 13 | 1.9% |
| 135 | 13 | 1.9% |
| Other values (63) | 542 |
| Value | Count | Frequency (%) |
| 68 | 6 | 0.9% |
| 69 | 10 | |
| 70 | 9 | |
| 71 | 13 | |
| 72 | 11 | |
| 73 | 13 | |
| 74 | 11 | |
| 75 | 19 | |
| 76 | 7 | 1.0% |
| 77 | 8 |
| Value | Count | Frequency (%) |
| 140 | 9 | |
| 139 | 6 | |
| 138 | 12 | |
| 137 | 9 | |
| 136 | 11 | |
| 135 | 13 | |
| 134 | 6 | |
| 133 | 10 | |
| 132 | 10 | |
| 131 | 6 |
current price
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 700 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 308575.925 |
| Minimum | 28226.5 |
|---|---|
| Maximum | 584267.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 28226.5 |
|---|---|
| 5-th percentile | 113888.125 |
| Q1 | 208547.125 |
| median | 306864 |
| Q3 | 411083 |
| 95-th percentile | 506901.25 |
| Maximum | 584267.5 |
| Range | 556041 |
| Interquartile range (IQR) | 202535.875 |
Descriptive statistics
| Standard deviation | 123607.8242 |
|---|---|
| Coefficient of variation (CV) | 0.4005750746 |
| Kurtosis | -0.9074577715 |
| Mean | 308575.925 |
| Median Absolute Deviation (MAD) | 100106.75 |
| Skewness | 0.05002269533 |
| Sum | 216003147.5 |
| Variance | 1.52788942 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 146527 | 1 | 0.1% |
| 410516 | 1 | 0.1% |
| 308643.5 | 1 | 0.1% |
| 383570.5 | 1 | 0.1% |
| 555336.5 | 1 | 0.1% |
| 185485.5 | 1 | 0.1% |
| 456827.5 | 1 | 0.1% |
| 291815.5 | 1 | 0.1% |
| 224533.5 | 1 | 0.1% |
| 146223 | 1 | 0.1% |
| Other values (690) | 690 |
| Value | Count | Frequency (%) |
| 28226.5 | 1 | |
| 46920.5 | 1 | |
| 53040 | 1 | |
| 55925 | 1 | |
| 58384 | 1 | |
| 69231.5 | 1 | |
| 70862 | 1 | |
| 71314 | 1 | |
| 74398 | 1 | |
| 76772 | 1 |
| Value | Count | Frequency (%) |
| 584267.5 | 1 | |
| 584116.5 | 1 | |
| 582347 | 1 | |
| 558253 | 1 | |
| 555336.5 | 1 | |
| 553901 | 1 | |
| 553855 | 1 | |
| 549406 | 1 | |
| 547746 | 1 | |
| 547378 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| on road old | on road now | years | km | rating | condition | economy | top speed | hp | torque | current price | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 584296 | 731786 | 5 | 128071 | 4 | 5 | 12 | 171 | 82 | 119 | 146527.0 |
| 1 | 561469 | 856225 | 2 | 106506 | 3 | 9 | 10 | 174 | 106 | 120 | 312703.0 |
| 2 | 648198 | 858419 | 2 | 125519 | 3 | 8 | 8 | 185 | 105 | 109 | 267953.5 |
| 3 | 626056 | 722367 | 4 | 126360 | 1 | 6 | 14 | 163 | 88 | 87 | 172415.0 |
| 4 | 587586 | 740933 | 3 | 137631 | 2 | 5 | 14 | 176 | 81 | 87 | 115462.5 |
| 5 | 600224 | 892785 | 7 | 93335 | 4 | 5 | 13 | 200 | 115 | 89 | 367122.0 |
| 6 | 676170 | 710374 | 6 | 134933 | 2 | 5 | 11 | 181 | 112 | 73 | 151474.0 |
| 7 | 568395 | 831705 | 6 | 147297 | 5 | 3 | 12 | 156 | 111 | 116 | 108921.5 |
| 8 | 685806 | 898347 | 3 | 76363 | 4 | 8 | 8 | 152 | 115 | 84 | 503606.5 |
| 9 | 502281 | 759393 | 7 | 61910 | 5 | 4 | 10 | 162 | 113 | 106 | 377108.5 |
Last rows
| on road old | on road now | years | km | rating | condition | economy | top speed | hp | torque | current price | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 690 | 695631 | 899083 | 4 | 137714 | 1 | 9 | 13 | 197 | 83 | 85 | 275781.0 |
| 691 | 584015 | 724269 | 7 | 105792 | 4 | 8 | 15 | 153 | 86 | 95 | 239746.0 |
| 692 | 589508 | 737952 | 3 | 87920 | 5 | 6 | 15 | 182 | 71 | 127 | 317681.5 |
| 693 | 587187 | 777397 | 3 | 109589 | 2 | 3 | 14 | 164 | 93 | 101 | 244229.0 |
| 694 | 521785 | 701108 | 7 | 127229 | 1 | 6 | 9 | 175 | 64 | 134 | 98242.5 |
| 695 | 583113 | 810435 | 6 | 67036 | 5 | 6 | 15 | 167 | 51 | 75 | 430451.5 |
| 696 | 522202 | 828170 | 3 | 96723 | 4 | 2 | 11 | 143 | 114 | 73 | 288926.0 |
| 697 | 692157 | 824926 | 7 | 142959 | 2 | 4 | 9 | 198 | 116 | 99 | 179077.0 |
| 698 | 661027 | 729123 | 6 | 117727 | 4 | 6 | 13 | 200 | 116 | 74 | 224958.5 |
| 699 | 624535 | 801702 | 5 | 67075 | 1 | 8 | 15 | 138 | 110 | 75 | 459914.5 |